Big Data and Information Distillation in Social Sensing

[1]  H. F. Durrant-Whyte,et al.  Fully decentralised algorithm for multisensor Kalman filtering , 1991 .

[2]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..

[3]  Jordi Sabater-Mir,et al.  Computational trust and reputation models for open multi-agent systems: a review , 2013, Artificial Intelligence Review.

[4]  J. Wooders,et al.  Reputation in Auctions: Theory, and Evidence from Ebay , 2006 .

[5]  Thiagalingam Kirubarajan,et al.  Performance limits of track-to-track fusion versus centralized estimation: theory and application [sensor fusion] , 2003 .

[6]  Dan Roth,et al.  Provenance-Assisted Classification in Social Networks , 2014, IEEE Journal of Selected Topics in Signal Processing.

[7]  Tarek F. Abdelzaher,et al.  Surrogate mobile sensing , 2014, IEEE Communications Magazine.

[8]  Huimin Chen,et al.  Multisensor track-to-track association for tracks with dependent errors , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

[9]  Dan Roth,et al.  Latent credibility analysis , 2013, WWW.

[10]  Kuo-Chu Chang,et al.  Architectures and algorithms for track association and fusion , 2000 .

[11]  Nicholas R. Jennings,et al.  An integrated trust and reputation model for open multi-agent systems , 2006, Autonomous Agents and Multi-Agent Systems.

[12]  Leigh Jin,et al.  Online Reputation Systems in Web 2.0 Era , 2009, AMCIS/SIGeBIZ.

[13]  Tarek F. Abdelzaher,et al.  Maximum likelihood analysis of conflicting observations in social sensing , 2014, TOSN.

[14]  Charu C. Aggarwal,et al.  Mining collective intelligence in diverse groups , 2013, WWW.

[15]  Julita Vassileva,et al.  A Review on Trust and Reputation for Web Service Selection , 2007, 27th International Conference on Distributed Computing Systems Workshops (ICDCSW'07).

[16]  Karl Aberer,et al.  Managing trust in a peer-2-peer information system , 2001, CIKM '01.

[17]  Charu C. Aggarwal,et al.  On Credibility Estimation Tradeoffs in Assured Social Sensing , 2013, IEEE Journal on Selected Areas in Communications.

[18]  New York Dover,et al.  ON THE CONVERGENCE PROPERTIES OF THE EM ALGORITHM , 1983 .

[19]  Divesh Srivastava,et al.  Global detection of complex copying relationships between sources , 2010, Proc. VLDB Endow..

[20]  Yolanda Gil,et al.  A survey of trust in computer science and the Semantic Web , 2007, J. Web Semant..

[21]  Chao Huang,et al.  Confidence-aware truth estimation in social sensing applications , 2015, 2015 12th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

[22]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[23]  Edward A. Lee.  Cyber Physical Systems: Design Challenges , 2008, 2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC).

[24]  Charu C. Aggarwal,et al.  On scalability and robustness limitations of real and asymptotic confidence bounds in social sensing , 2012, 2012 9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON).

[25]  Ling Liu,et al.  PeerTrust: supporting reputation-based trust for peer-to-peer electronic communities , 2004, IEEE Transactions on Knowledge and Data Engineering.

[26]  Jon Kleinberg,et al.  Authoritative sources in a hyperlinked environment , 1999, SODA '98.

[27]  Munindar P. Singh,et al.  Detecting deception in reputation management , 2003, AAMAS '03.

[28]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[29]  Luís M. B. Cabral,et al.  The Dynamics of Seller Reputation: Evidence from Ebay , 2006 .

[30]  Serge Abiteboul,et al.  Corroborating information from disagreeing views , 2010, WSDM '10.

[31]  Jiawei Han,et al.  Heterogeneous network-based trust analysis: a survey , 2011, SKDD.

[32]  Chao Huang,et al.  Link weight based truth discovery in social sensing , 2015, IPSN '15.

[33]  Nicholas R. Jennings,et al.  TRAVOS: Trust and Reputation in the Context of Inaccurate Information Sources , 2006, Autonomous Agents and Multi-Agent Systems.

[34]  Bo Zhao,et al.  A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration , 2012, Proc. VLDB Endow..

[35]  Dan Roth,et al.  Generalized fact-finding , 2011, WWW.

[36]  Lance M. Kaplan,et al.  Assignment costs for multiple sensor track-to-track association , 2008, IEEE Transactions on Aerospace and Electronic Systems.

[37]  Hengchang Liu,et al.  Exploitation of Physical Constraints for Reliable Social Sensing , 2013, 2013 IEEE 34th Real-Time Systems Symposium.

[38]  Philip S. Yu,et al.  Truth Discovery with Multiple Conflicting Information Providers on the Web , 2008, IEEE Trans. Knowl. Data Eng..

[39]  Lance Kaplan,et al.  On truth discovery in social sensing: A maximum likelihood estimation approach , 2012, 2012 ACM/IEEE 11th International Conference on Information Processing in Sensor Networks (IPSN).